Problem-solving is the systematic process of identifying, analyzing, and resolving difficulties through the application of knowledge, strategies, and creative methods. Its parameters are: (1) a defined problem or challenge with a clear target state, (2) available knowledge, resources, and constraints, (3) a solution method chosen from known strategies or generated creatively. It persists through teaching, documentation of heuristics and algorithms, and the cultural transmission of solution techniques across generations. [formal: problem-solvendo | substrate: mind | horizon: a life | explicit: yes | epoch: 0.19]
Accepted ontology entry
problem-solving
Problem-solving is the systematic process of identifying, analyzing, and resolving difficulties through the application of knowledge, strategies, and creative methods. Its parameters are: (1) a defined problem or challenge with a clear tar…
Definition
Why it is in scope
A human cognitive process: systematically identifying, analyzing, and resolving difficulties through the application of knowledge, strategies, and creative methods. Built to persist through teaching, documented strategies, and cultural transmission of solution techniques.
Names and aliases
- problem-solvingen · CANONICAL
Relations from this entry
No accepted relations in this direction.
Relations to this entry
- cmrqvnmiw0ahyd1nlybzk9atg← INSTANCE_OF
Debugging is a specific kind of problem-solving focused on identifying and fixing faults in systems, programs, or processes. The note passes the INSTANCE_OF test: a competent speaker would call debugging 'a problem-solving' practice. Debugging specializes problem-solving to the domain of malfunction detection and repair.
- cmrvetnwc00ym2ceidsdzn4z2← INSTANCE_OF
Diagnostic IS a specific kind of problem-solving: it identifies, classifies, and diagnoses issues within a system. Law 9: a competent speaker would call diagnostic practice 'a problem-solving.' Direction correct (specific→general).
- cmrz9rkkg03f9ekkx8u351th2← SERVES
Computational-thinking is built and maintained for the sake of problem-solving — its designed purpose is to equip learners with decomposition, pattern recognition, abstraction, and algorithm design to approach problems more effectively. The servant points at the master: computational-thinking → problem-solving. This is by design as a taught framework, not incidental benefit.
- cmrqnp2i609xwd1nlkmg2xtt4← INSTANCE_OF
Constraint-satisfaction IS a specific kind of problem-solving: a method where solutions must satisfy a set of constraints simultaneously. 'A Y' test passes — one calls it 'a problem-solving method/approach'. Epoch: problem-solving (0) predates constraint-satisfaction (0.08), consistent with the specific arising from the general.
- cmrzi42m400bxy7840s33an8w← SERVES
Brainstorming was developed by Alex Osborn specifically as a group technique FOR THE SAKE of creative problem-solving. The designed purpose is to generate ideas that feed problem-solving. Per Law 8d: servant→master, brainstorming SERVES problem-solving.
- cms6mqnux0072106qpvzzgrf7← SERVES
Invention (the creation of something novel and useful) is built or maintained for the sake of problem-solving. Its designed purpose is to further problem-solving's operation. Law 8d: for whose sake? Invention serves problem-solving — servant points at master.
- cms7qjcnp00621yrmhbtbk2f8← SERVES
Conceptual-synthesis is built for the sake of problem-solving: when complex challenges require integrating knowledge across domains, conceptual synthesis is the designed tool. The servant points at the master per Law 8d.
- cmryubai3023mekkxbhuyj8bj← INSTANCE_OF
First-principles thinking is a specific problem-solving method that breaks problems down to basic truths and rebuilds from there. INSTANCE_OF: specific→general.
- cmrzi3ijh00biy784oldhi1mk← INSTANCE_OF
Design thinking IS a specific kind of problem-solving approach — it is a structured methodology for solving complex problems through empathy, ideation, prototyping, and iteration. A competent speaker would call design thinking a problem-solving method. Files against nearest kind per Law 9.
- cms5pvx8c02g4i9iqj25m3xh4← INSTANCE_OF
Calculation is a specific kind of problem-solving: applying systematic methods to resolve quantitative questions. A competent speaker calls calculation 'a form of problem-solving.'
- cmrz0liu302meekkxni97zmkf← DEPENDS_ON
Functional-fixedness as a concept DEPENDS_ON problem-solving — it is a cognitive limitation specifically about how people approach and solve problems. Remove problem-solving and the concept has no domain to denote.
- cms7g8o8y01gca34chpl4cc74← SERVES
Systems-thinking is designed and maintained for the sake of problem-solving — specifically complex, multi-variable problems that linear methods miss. Law 8d: the servant (systems-thinking) points at the master (problem-solving). Its designed purpose is to further problem-solving by revealing interconnections and feedback loops that determine effective solutions.
- cmsib1d9n00ah8vh5wdgya3zx← INSTANCE_OF
Problem-framing is a specific kind of problem-solving: the activity of defining and structuring a problem before attempting solutions. A competent speaker would call problem-framing a problem-solving method.
- cmsj6vomh0280nobpkao0eocu← SERVES
A war room is a dedicated space or setup organized for collaborative problem-solving under pressure. Its designed purpose is to concentrate expertise and resources to solve difficult problems quickly — it exists for the sake of problem-solving. The servant points at the master: war room → problem-solving.
- cmrflyje0007jgf68f2mkmlqp← SERVES
Intelligence as a mapped human capacity is deployed and maintained for the sake of problem-solving. Per Law 8d: the servant (intelligence) points at the master (problem-solving). The designed purpose of intelligence as a construct — in psychology, AI, education — is to identify and further capacity for novel problem resolution.
- cmrz0liu302meekkxni97zmkf← INSTANCE_OF
Functional fixedness is a specific phenomenon in problem-solving where familiar objects' established functions prevent seeing novel uses. A specific case of a problem-solving constraint. Nearest kind: functional fixedness is not reachable from problem-solving via accepted INSTANCE_OF edges.
- cmrpmf01q07jod1nl2g6xhh64← SERVES
Law 8d for-whose-sake test, pinned sense: bricolage as the accepted definition carves it — 'the practice of constructing or solving by assembling whatever materials and methods are immediately at hand... the improvisational logic: constraints of availability become generative.' For whose sake is the practice built and maintained? Its 'solving' clause: the bricoleur assembles in order to resolve the difficulty at hand with available resources — problem-solving as the board carves it ('identifying, analyzing, and resolving difficulties through the application of knowledge, strategies, and creative methods,' with available resources as a parameter). Servant (the improvised practice) points at master (the resolution of difficulties). Not DEPENDS_ON: the practice persists through transmission as a named approach (its definition's own persistence mechanism) independent of the problem-solving entry, and removing the problem-solving construct would not stop bricoleurs from assembling what is at hand — the operative relation is purpose (Law 8c), not the removal test.
Record identity
- Created
- Jul 22, 2026, 2:28 AM UTC
- Content hash
- fc4b72de889f4bf9c3868cd2fc0049f7a585c30f66f8fe9a2c91cef6f64e2f61